Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 142193 |
| Missing cells | 284122 |
| Missing cells (%) | 8.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 25.0 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 19 |
| Boolean | 2 |
date has a high cardinality: 3436 distinct values | High cardinality |
mintemp is highly correlated with temp9am | High correlation |
maxtemp is highly correlated with temp3pm | High correlation |
humidity3pm is highly correlated with humidity | High correlation |
pressure9am is highly correlated with pressure3pm | High correlation |
pressure3pm is highly correlated with pressure9am | High correlation |
temp9am is highly correlated with mintemp | High correlation |
temp3pm is highly correlated with maxtemp | High correlation |
humidity is highly correlated with humidity3pm | High correlation |
evaporation has 60843 (42.8%) missing values | Missing |
sunshine has 67816 (47.7%) missing values | Missing |
humidity9am has 1774 (1.2%) missing values | Missing |
humidity3pm has 3610 (2.5%) missing values | Missing |
pressure9am has 14014 (9.9%) missing values | Missing |
pressure3pm has 13981 (9.8%) missing values | Missing |
cloud9am has 53657 (37.7%) missing values | Missing |
cloud3pm has 57094 (40.2%) missing values | Missing |
temp3pm has 2726 (1.9%) missing values | Missing |
humidity has 3610 (2.5%) missing values | Missing |
precipitation9am has unique values | Unique |
rainfall has 90275 (63.5%) zeros | Zeros |
sunshine has 2308 (1.6%) zeros | Zeros |
cloud9am has 8587 (6.0%) zeros | Zeros |
cloud3pm has 4957 (3.5%) zeros | Zeros |
amountOfRain has 91077 (64.1%) zeros | Zeros |
Reproduction
| Analysis started | 2021-05-07 18:51:40.205684 |
|---|---|
| Analysis finished | 2021-05-07 18:53:18.610933 |
| Duration | 1 minute and 38.41 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 3436 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 2017-05-15 | 49 |
|---|---|
| 2017-04-16 | 49 |
| 2014-07-23 | 49 |
| 2017-05-18 | 49 |
| 2014-01-16 | 49 |
| Other values (3431) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 1421930 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 92 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 2008-12-01 |
|---|---|
| 2nd row | 2008-12-02 |
| 3rd row | 2008-12-03 |
| 4th row | 2008-12-04 |
| 5th row | 2008-12-05 |
| Value | Count | Frequency (%) |
| 2017-05-15 | 49 | < 0.1% |
| 2017-04-16 | 49 | < 0.1% |
| 2014-07-23 | 49 | < 0.1% |
| 2017-05-18 | 49 | < 0.1% |
| 2014-01-16 | 49 | < 0.1% |
| 2013-12-08 | 49 | < 0.1% |
| 2014-02-03 | 49 | < 0.1% |
| 2016-08-29 | 49 | < 0.1% |
| 2016-08-11 | 49 | < 0.1% |
| 2017-01-19 | 49 | < 0.1% |
| Other values (3426) | 141703 |
| Value | Count | Frequency (%) |
| 2017-05-15 | 49 | < 0.1% |
| 2017-04-16 | 49 | < 0.1% |
| 2014-07-23 | 49 | < 0.1% |
| 2017-05-18 | 49 | < 0.1% |
| 2014-01-16 | 49 | < 0.1% |
| 2013-12-08 | 49 | < 0.1% |
| 2014-02-03 | 49 | < 0.1% |
| 2016-08-29 | 49 | < 0.1% |
| 2016-08-11 | 49 | < 0.1% |
| 2017-01-19 | 49 | < 0.1% |
| Other values (3426) | 141703 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 353160 | |
| - | 284386 | |
| 1 | 260408 | |
| 2 | 238931 | |
| 3 | 50191 | 3.5% |
| 5 | 44306 | 3.1% |
| 6 | 43905 | 3.1% |
| 4 | 42723 | 3.0% |
| 9 | 41662 | 2.9% |
| 7 | 34284 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1137544 | |
| Dash Punctuation | 284386 | 20.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 353160 | |
| 1 | 260408 | |
| 2 | 238931 | |
| 3 | 50191 | 4.4% |
| 5 | 44306 | 3.9% |
| 6 | 43905 | 3.9% |
| 4 | 42723 | 3.8% |
| 9 | 41662 | 3.7% |
| 7 | 34284 | 3.0% |
| 8 | 27974 | 2.5% |
| Value | Count | Frequency (%) |
| - | 284386 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1421930 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 353160 | |
| - | 284386 | |
| 1 | 260408 | |
| 2 | 238931 | |
| 3 | 50191 | 3.5% |
| 5 | 44306 | 3.1% |
| 6 | 43905 | 3.1% |
| 4 | 42723 | 3.0% |
| 9 | 41662 | 2.9% |
| 7 | 34284 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1421930 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 353160 | |
| - | 284386 | |
| 1 | 260408 | |
| 2 | 238931 | |
| 3 | 50191 | 3.5% |
| 5 | 44306 | 3.1% |
| 6 | 43905 | 3.1% |
| 4 | 42723 | 3.0% |
| 9 | 41662 | 2.9% |
| 7 | 34284 | 2.4% |
location
Categorical
| Distinct | 49 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| Canberra | 3418 |
|---|---|
| Sydney | 3337 |
| Perth | 3193 |
| Darwin | 3192 |
| Hobart | 3188 |
| Other values (44) |
Length
| Max length | 16 |
|---|---|
| Median length | 8 |
| Mean length | 8.703206206 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1237535 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Albury |
|---|---|
| 2nd row | Albury |
| 3rd row | Albury |
| 4th row | Albury |
| 5th row | Albury |
| Value | Count | Frequency (%) |
| Canberra | 3418 | 2.4% |
| Sydney | 3337 | 2.3% |
| Perth | 3193 | 2.2% |
| Darwin | 3192 | 2.2% |
| Hobart | 3188 | 2.2% |
| Brisbane | 3161 | 2.2% |
| Adelaide | 3090 | 2.2% |
| Bendigo | 3034 | 2.1% |
| Townsville | 3033 | 2.1% |
| AliceSprings | 3031 | 2.1% |
| Other values (39) | 110516 |
| Value | Count | Frequency (%) |
| canberra | 3418 | 2.4% |
| sydney | 3337 | 2.3% |
| perth | 3193 | 2.2% |
| darwin | 3192 | 2.2% |
| hobart | 3188 | 2.2% |
| brisbane | 3161 | 2.2% |
| adelaide | 3090 | 2.2% |
| bendigo | 3034 | 2.1% |
| townsville | 3033 | 2.1% |
| alicesprings | 3031 | 2.1% |
| Other values (39) | 110516 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 115725 | 9.4% |
| r | 114339 | 9.2% |
| o | 106342 | 8.6% |
| e | 101043 | 8.2% |
| n | 88369 | 7.1% |
| l | 76287 | 6.2% |
| i | 74395 | 6.0% |
| t | 58309 | 4.7% |
| d | 36311 | 2.9% |
| s | 35975 | 2.9% |
| Other values (30) | 430440 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1045618 | |
| Uppercase Letter | 191917 | 15.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 115725 | |
| r | 114339 | |
| o | 106342 | |
| e | 101043 | |
| n | 88369 | 8.5% |
| l | 76287 | 7.3% |
| i | 74395 | 7.1% |
| t | 58309 | 5.6% |
| d | 36311 | 3.5% |
| s | 35975 | 3.4% |
| Other values (12) | 238523 |
| Value | Count | Frequency (%) |
| A | 26695 | |
| W | 23248 | |
| C | 18255 | |
| M | 17242 | |
| S | 15328 | |
| P | 14924 | |
| N | 13419 | |
| B | 12151 | |
| G | 11872 | 6.2% |
| H | 9070 | 4.7% |
| Other values (8) | 29713 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1237535 |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 115725 | 9.4% |
| r | 114339 | 9.2% |
| o | 106342 | 8.6% |
| e | 101043 | 8.2% |
| n | 88369 | 7.1% |
| l | 76287 | 6.2% |
| i | 74395 | 6.0% |
| t | 58309 | 4.7% |
| d | 36311 | 2.9% |
| s | 35975 | 2.9% |
| Other values (30) | 430440 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1237535 |
Most frequent character per block
| Value | Count | Frequency (%) |
| a | 115725 | 9.4% |
| r | 114339 | 9.2% |
| o | 106342 | 8.6% |
| e | 101043 | 8.2% |
| n | 88369 | 7.1% |
| l | 76287 | 6.2% |
| i | 74395 | 6.0% |
| t | 58309 | 4.7% |
| d | 36311 | 2.9% |
| s | 35975 | 2.9% |
| Other values (30) | 430440 |
| Distinct | 389 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 637 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.18639973 |
|---|---|
| Minimum | -8.5 |
| Maximum | 33.9 |
| Zeros | 156 |
| Zeros (%) | 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -8.5 |
|---|---|
| 5-th percentile | 1.8 |
| Q1 | 7.6 |
| median | 12 |
| Q3 | 16.8 |
| 95-th percentile | 23 |
| Maximum | 33.9 |
| Range | 42.4 |
| Interquartile range (IQR) | 9.2 |
Descriptive statistics
| Standard deviation | 6.403282675 |
|---|---|
| Coefficient of variation (CV) | 0.5254449893 |
| Kurtosis | -0.4872527487 |
| Mean | 12.18639973 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | 0.02389982065 |
| Sum | 1725058 |
| Variance | 41.00202901 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.6 | 883 | 0.6% |
| 11 | 883 | 0.6% |
| 10.2 | 880 | 0.6% |
| 10.5 | 867 | 0.6% |
| 10.8 | 860 | 0.6% |
| 9 | 853 | 0.6% |
| 12 | 850 | 0.6% |
| 10 | 849 | 0.6% |
| 13 | 844 | 0.6% |
| 10.4 | 842 | 0.6% |
| Other values (379) | 132945 |
| Value | Count | Frequency (%) |
| -8.5 | 1 | |
| -8.2 | 2 | |
| -8 | 2 | |
| -7.8 | 1 | |
| -7.6 | 2 |
| Value | Count | Frequency (%) |
| 33.9 | 1 | < 0.1% |
| 31.9 | 1 | < 0.1% |
| 31.8 | 1 | < 0.1% |
| 31.4 | 3 | |
| 31.2 | 1 | < 0.1% |
| Distinct | 505 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 322 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.22678419 |
|---|---|
| Minimum | -4.8 |
| Maximum | 48.1 |
| Zeros | 14 |
| Zeros (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -4.8 |
|---|---|
| 5-th percentile | 12.8 |
| Q1 | 17.9 |
| median | 22.6 |
| Q3 | 28.2 |
| 95-th percentile | 35.5 |
| Maximum | 48.1 |
| Range | 52.9 |
| Interquartile range (IQR) | 10.3 |
Descriptive statistics
| Standard deviation | 7.117618141 |
|---|---|
| Coefficient of variation (CV) | 0.306440103 |
| Kurtosis | -0.2384461504 |
| Mean | 23.22678419 |
| Median Absolute Deviation (MAD) | 5.1 |
| Skewness | 0.2249166146 |
| Sum | 3295207.1 |
| Variance | 50.660488 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 871 | 0.6% |
| 19.8 | 829 | 0.6% |
| 19 | 827 | 0.6% |
| 20.4 | 820 | 0.6% |
| 20.8 | 804 | 0.6% |
| 19.9 | 803 | 0.6% |
| 19.5 | 801 | 0.6% |
| 21 | 799 | 0.6% |
| 18.5 | 793 | 0.6% |
| 18.2 | 792 | 0.6% |
| Other values (495) | 133732 |
| Value | Count | Frequency (%) |
| -4.8 | 1 | |
| -4.1 | 1 | |
| -3.8 | 1 | |
| -3.7 | 1 | |
| -3.2 | 1 |
| Value | Count | Frequency (%) |
| 48.1 | 1 | < 0.1% |
| 47.3 | 2 | |
| 47 | 1 | < 0.1% |
| 46.9 | 1 | < 0.1% |
| 46.8 | 3 |
| Distinct | 679 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1406 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.349974074 |
|---|---|
| Minimum | 0 |
| Maximum | 371 |
| Zeros | 90275 |
| Zeros (%) | 63.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.8 |
| 95-th percentile | 13 |
| Maximum | 371 |
| Range | 371 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 8.465172918 |
|---|---|
| Coefficient of variation (CV) | 3.602240982 |
| Kurtosis | 180.0020968 |
| Mean | 2.349974074 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.888061068 |
| Sum | 330845.8 |
| Variance | 71.65915253 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 90275 | |
| 0.2 | 8685 | 6.1% |
| 0.4 | 3750 | 2.6% |
| 0.6 | 2562 | 1.8% |
| 0.8 | 2028 | 1.4% |
| 1 | 1747 | 1.2% |
| 1.2 | 1515 | 1.1% |
| 1.4 | 1365 | 1.0% |
| 1.6 | 1187 | 0.8% |
| 1.8 | 1088 | 0.8% |
| Other values (669) | 26585 | 18.7% |
| (Missing) | 1406 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 90275 | |
| 0.1 | 154 | 0.1% |
| 0.2 | 8685 | 6.1% |
| 0.3 | 64 | < 0.1% |
| 0.4 | 3750 | 2.6% |
| Value | Count | Frequency (%) |
| 371 | 1 | |
| 367.6 | 1 | |
| 278.4 | 1 | |
| 268.6 | 1 | |
| 247.2 | 1 |
| Distinct | 356 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 60843 |
| Missing (%) | 42.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.469824216 |
|---|---|
| Minimum | 0 |
| Maximum | 145 |
| Zeros | 240 |
| Zeros (%) | 0.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2.6 |
| median | 4.8 |
| Q3 | 7.4 |
| 95-th percentile | 12 |
| Maximum | 145 |
| Range | 145 |
| Interquartile range (IQR) | 4.8 |
Descriptive statistics
| Standard deviation | 4.188536509 |
|---|---|
| Coefficient of variation (CV) | 0.7657534033 |
| Kurtosis | 45.06778373 |
| Mean | 5.469824216 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 3.746833979 |
| Sum | 444970.2 |
| Variance | 17.54383809 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3282 | 2.3% |
| 8 | 2574 | 1.8% |
| 2.2 | 2057 | 1.4% |
| 2 | 1996 | 1.4% |
| 2.6 | 1975 | 1.4% |
| 2.4 | 1963 | 1.4% |
| 1.8 | 1945 | 1.4% |
| 3 | 1937 | 1.4% |
| 3.4 | 1934 | 1.4% |
| 3.2 | 1918 | 1.3% |
| Other values (346) | 59769 | |
| (Missing) | 60843 |
| Value | Count | Frequency (%) |
| 0 | 240 | 0.2% |
| 0.1 | 8 | < 0.1% |
| 0.2 | 497 | |
| 0.3 | 10 | < 0.1% |
| 0.4 | 760 |
| Value | Count | Frequency (%) |
| 145 | 1 | |
| 86.2 | 1 | |
| 82.4 | 1 | |
| 81.2 | 1 | |
| 77.3 | 1 |
| Distinct | 145 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 67816 |
| Missing (%) | 47.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.624853113 |
|---|---|
| Minimum | 0 |
| Maximum | 14.5 |
| Zeros | 2308 |
| Zeros (%) | 1.6% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 4.9 |
| median | 8.5 |
| Q3 | 10.6 |
| 95-th percentile | 12.8 |
| Maximum | 14.5 |
| Range | 14.5 |
| Interquartile range (IQR) | 5.7 |
Descriptive statistics
| Standard deviation | 3.781524994 |
|---|---|
| Coefficient of variation (CV) | 0.495947258 |
| Kurtosis | -0.8203636955 |
| Mean | 7.624853113 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | -0.5029112767 |
| Sum | 567113.7 |
| Variance | 14.29993128 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2308 | 1.6% |
| 10.7 | 1087 | 0.8% |
| 11 | 1078 | 0.8% |
| 10.8 | 1058 | 0.7% |
| 10.5 | 1018 | 0.7% |
| 10.9 | 1013 | 0.7% |
| 10.3 | 999 | 0.7% |
| 10.2 | 985 | 0.7% |
| 10 | 973 | 0.7% |
| 11.1 | 967 | 0.7% |
| Other values (135) | 62891 | |
| (Missing) | 67816 |
| Value | Count | Frequency (%) |
| 0 | 2308 | |
| 0.1 | 533 | 0.4% |
| 0.2 | 511 | 0.4% |
| 0.3 | 422 | 0.3% |
| 0.4 | 319 | 0.2% |
| Value | Count | Frequency (%) |
| 14.5 | 1 | < 0.1% |
| 14.3 | 4 | < 0.1% |
| 14.2 | 2 | < 0.1% |
| 14.1 | 6 | < 0.1% |
| 14 | 15 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1774 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.84381031 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 57 |
| median | 70 |
| Q3 | 83 |
| 95-th percentile | 98 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 19.05129254 |
|---|---|
| Coefficient of variation (CV) | 0.2767321049 |
| Kurtosis | -0.03924572083 |
| Mean | 68.84381031 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.4828207735 |
| Sum | 9666979 |
| Variance | 362.9517473 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 3350 | 2.4% |
| 70 | 2985 | 2.1% |
| 69 | 2962 | 2.1% |
| 68 | 2961 | 2.1% |
| 65 | 2952 | 2.1% |
| 71 | 2939 | 2.1% |
| 66 | 2916 | 2.1% |
| 67 | 2895 | 2.0% |
| 64 | 2867 | 2.0% |
| 75 | 2859 | 2.0% |
| Other values (91) | 110733 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 5 | < 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 10 | |
| 4 | 20 |
| Value | Count | Frequency (%) |
| 100 | 2827 | |
| 99 | 3350 | |
| 98 | 2063 | |
| 97 | 1757 | |
| 96 | 1577 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3610 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.48260609 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 37 |
| median | 52 |
| Q3 | 66 |
| 95-th percentile | 88 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 20.79777184 |
|---|---|
| Coefficient of variation (CV) | 0.4039766714 |
| Kurtosis | -0.511101194 |
| Mean | 51.48260609 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.03451544293 |
| Sum | 7134614 |
| Variance | 432.5473137 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 52 | 2699 | 1.9% |
| 55 | 2685 | 1.9% |
| 57 | 2679 | 1.9% |
| 53 | 2650 | 1.9% |
| 59 | 2639 | 1.9% |
| 58 | 2604 | 1.8% |
| 54 | 2595 | 1.8% |
| 51 | 2577 | 1.8% |
| 56 | 2574 | 1.8% |
| 50 | 2573 | 1.8% |
| Other values (91) | 112308 | |
| (Missing) | 3610 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 1 | 26 | < 0.1% |
| 2 | 35 | < 0.1% |
| 3 | 63 | |
| 4 | 113 |
| Value | Count | Frequency (%) |
| 100 | 393 | |
| 99 | 428 | |
| 98 | 588 | |
| 97 | 393 | |
| 96 | 451 |
| Distinct | 546 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 14014 |
| Missing (%) | 9.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1017.653758 |
|---|---|
| Minimum | 980.5 |
| Maximum | 1041 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 980.5 |
|---|---|
| 5-th percentile | 1006.2 |
| Q1 | 1012.9 |
| median | 1017.6 |
| Q3 | 1022.4 |
| 95-th percentile | 1029.5 |
| Maximum | 1041 |
| Range | 60.5 |
| Interquartile range (IQR) | 9.5 |
Descriptive statistics
| Standard deviation | 7.105475712 |
|---|---|
| Coefficient of variation (CV) | 0.006982213403 |
| Kurtosis | 0.2361999825 |
| Mean | 1017.653758 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | -0.09621089388 |
| Sum | 130441841.1 |
| Variance | 50.48778509 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1016.4 | 804 | 0.6% |
| 1017.9 | 779 | 0.5% |
| 1018.7 | 764 | 0.5% |
| 1018 | 761 | 0.5% |
| 1015.9 | 757 | 0.5% |
| 1017.3 | 756 | 0.5% |
| 1017.8 | 755 | 0.5% |
| 1016.3 | 753 | 0.5% |
| 1017.2 | 745 | 0.5% |
| 1017.7 | 744 | 0.5% |
| Other values (536) | 120561 | |
| (Missing) | 14014 | 9.9% |
| Value | Count | Frequency (%) |
| 980.5 | 1 | |
| 982 | 1 | |
| 982.2 | 1 | |
| 982.3 | 1 | |
| 982.9 | 2 |
| Value | Count | Frequency (%) |
| 1041 | 1 | < 0.1% |
| 1040.9 | 1 | < 0.1% |
| 1040.6 | 2 | |
| 1040.5 | 1 | < 0.1% |
| 1040.4 | 3 |
| Distinct | 549 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 13981 |
| Missing (%) | 9.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1015.258204 |
|---|---|
| Minimum | 977.1 |
| Maximum | 1039.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 977.1 |
|---|---|
| 5-th percentile | 1004 |
| Q1 | 1010.4 |
| median | 1015.2 |
| Q3 | 1020 |
| 95-th percentile | 1026.9 |
| Maximum | 1039.6 |
| Range | 62.5 |
| Interquartile range (IQR) | 9.6 |
Descriptive statistics
| Standard deviation | 7.036676783 |
|---|---|
| Coefficient of variation (CV) | 0.006930923344 |
| Kurtosis | 0.1325207865 |
| Mean | 1015.258204 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | -0.04619761861 |
| Sum | 130168284.8 |
| Variance | 49.51482016 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1015.5 | 773 | 0.5% |
| 1015.3 | 767 | 0.5% |
| 1015.7 | 763 | 0.5% |
| 1015.6 | 761 | 0.5% |
| 1015.1 | 752 | 0.5% |
| 1013.5 | 751 | 0.5% |
| 1015.8 | 751 | 0.5% |
| 1015.4 | 745 | 0.5% |
| 1016 | 738 | 0.5% |
| 1014.8 | 735 | 0.5% |
| Other values (539) | 120676 | |
| (Missing) | 13981 | 9.8% |
| Value | Count | Frequency (%) |
| 977.1 | 1 | |
| 978.2 | 1 | |
| 979 | 1 | |
| 980.2 | 2 | |
| 981.2 | 1 |
| Value | Count | Frequency (%) |
| 1039.6 | 1 | |
| 1038.9 | 1 | |
| 1038.5 | 1 | |
| 1038.4 | 1 | |
| 1038.2 | 1 |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 53657 |
| Missing (%) | 37.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.437189392 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 8587 |
| Zeros (%) | 6.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.887015526 |
|---|---|
| Coefficient of variation (CV) | 0.6506405904 |
| Kurtosis | -1.5411594 |
| Mean | 4.437189392 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2242855389 |
| Sum | 392851 |
| Variance | 8.334858646 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 19749 | 13.9% |
| 1 | 15558 | 10.9% |
| 8 | 14389 | 10.1% |
| 0 | 8587 | 6.0% |
| 6 | 8072 | 5.7% |
| 2 | 6442 | 4.5% |
| 3 | 5854 | 4.1% |
| 5 | 5510 | 3.9% |
| 4 | 4373 | 3.1% |
| 9 | 2 | < 0.1% |
| (Missing) | 53657 |
| Value | Count | Frequency (%) |
| 0 | 8587 | |
| 1 | 15558 | |
| 2 | 6442 | |
| 3 | 5854 | 4.1% |
| 4 | 4373 | 3.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 8 | 14389 | |
| 7 | 19749 | |
| 6 | 8072 | |
| 5 | 5510 | 3.9% |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 57094 |
| Missing (%) | 40.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5031669 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 4957 |
| Zeros (%) | 3.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.72063253 |
|---|---|
| Coefficient of variation (CV) | 0.604159826 |
| Kurtosis | -1.457932583 |
| Mean | 4.5031669 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.2240923649 |
| Sum | 383215 |
| Variance | 7.401841365 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 18052 | 12.7% |
| 1 | 14827 | 10.4% |
| 8 | 12407 | 8.7% |
| 6 | 8869 | 6.2% |
| 2 | 7153 | 5.0% |
| 3 | 6836 | 4.8% |
| 5 | 6743 | 4.7% |
| 4 | 5254 | 3.7% |
| 0 | 4957 | 3.5% |
| 9 | 1 | < 0.1% |
| (Missing) | 57094 |
| Value | Count | Frequency (%) |
| 0 | 4957 | 3.5% |
| 1 | 14827 | |
| 2 | 7153 | |
| 3 | 6836 | |
| 4 | 5254 | 3.7% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 12407 | |
| 7 | 18052 | |
| 6 | 8869 | |
| 5 | 6743 | 4.7% |
| Distinct | 440 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 904 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.98750858 |
|---|---|
| Minimum | -7.2 |
| Maximum | 40.2 |
| Zeros | 35 |
| Zeros (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -7.2 |
|---|---|
| 5-th percentile | 6.9 |
| Q1 | 12.3 |
| median | 16.7 |
| Q3 | 21.6 |
| 95-th percentile | 28.2 |
| Maximum | 40.2 |
| Range | 47.4 |
| Interquartile range (IQR) | 9.3 |
Descriptive statistics
| Standard deviation | 6.492838325 |
|---|---|
| Coefficient of variation (CV) | 0.3822125119 |
| Kurtosis | -0.3491547666 |
| Mean | 16.98750858 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | 0.09138682047 |
| Sum | 2400148.1 |
| Variance | 42.15694952 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 901 | 0.6% |
| 13.8 | 887 | 0.6% |
| 14.8 | 873 | 0.6% |
| 16 | 869 | 0.6% |
| 14 | 855 | 0.6% |
| 16.6 | 855 | 0.6% |
| 15 | 852 | 0.6% |
| 16.5 | 844 | 0.6% |
| 13 | 831 | 0.6% |
| 15.4 | 827 | 0.6% |
| Other values (430) | 132695 | |
| (Missing) | 904 | 0.6% |
| Value | Count | Frequency (%) |
| -7.2 | 1 | |
| -7 | 1 | |
| -6.2 | 1 | |
| -5.9 | 1 | |
| -5.6 | 2 |
| Value | Count | Frequency (%) |
| 40.2 | 1 | |
| 39.4 | 1 | |
| 39.1 | 1 | |
| 39 | 1 | |
| 38.9 | 1 |
| Distinct | 500 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 2726 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.68723497 |
|---|---|
| Minimum | -5.4 |
| Maximum | 46.7 |
| Zeros | 16 |
| Zeros (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -5.4 |
|---|---|
| 5-th percentile | 11.5 |
| Q1 | 16.6 |
| median | 21.1 |
| Q3 | 26.4 |
| 95-th percentile | 33.7 |
| Maximum | 46.7 |
| Range | 52.1 |
| Interquartile range (IQR) | 9.8 |
Descriptive statistics
| Standard deviation | 6.937593869 |
|---|---|
| Coefficient of variation (CV) | 0.3198929636 |
| Kurtosis | -0.1464607024 |
| Mean | 21.68723497 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | 0.2400541927 |
| Sum | 3024653.6 |
| Variance | 48.13020868 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 871 | 0.6% |
| 19 | 858 | 0.6% |
| 18.5 | 856 | 0.6% |
| 18.4 | 856 | 0.6% |
| 17.8 | 845 | 0.6% |
| 19.2 | 826 | 0.6% |
| 19.4 | 825 | 0.6% |
| 18 | 821 | 0.6% |
| 19.3 | 821 | 0.6% |
| 17 | 814 | 0.6% |
| Other values (490) | 131074 | |
| (Missing) | 2726 | 1.9% |
| Value | Count | Frequency (%) |
| -5.4 | 1 | |
| -5.1 | 1 | |
| -4.4 | 1 | |
| -4.2 | 1 | |
| -4.1 | 1 |
| Value | Count | Frequency (%) |
| 46.7 | 1 | < 0.1% |
| 46.2 | 1 | < 0.1% |
| 46.1 | 3 | |
| 45.9 | 1 | < 0.1% |
| 45.8 | 2 |
raintoday
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1406 |
| Missing (%) | 1.0% |
| Memory size | 277.8 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 1406 |
| Value | Count | Frequency (%) |
| False | 109332 | |
| True | 31455 | 22.1% |
| (Missing) | 1406 | 1.0% |
| Distinct | 681 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.360681609 |
|---|---|
| Minimum | 0 |
| Maximum | 371 |
| Zeros | 91077 |
| Zeros (%) | 64.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.8 |
| 95-th percentile | 13 |
| Maximum | 371 |
| Range | 371 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 8.477969069 |
|---|---|
| Coefficient of variation (CV) | 3.591322539 |
| Kurtosis | 178.1682517 |
| Mean | 2.360681609 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.836902495 |
| Sum | 335672.4 |
| Variance | 71.87595954 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 91077 | |
| 0.2 | 8762 | 6.2% |
| 0.4 | 3781 | 2.7% |
| 0.6 | 2591 | 1.8% |
| 0.8 | 2055 | 1.4% |
| 1 | 1761 | 1.2% |
| 1.2 | 1535 | 1.1% |
| 1.4 | 1379 | 1.0% |
| 1.6 | 1201 | 0.8% |
| 1.8 | 1104 | 0.8% |
| Other values (671) | 26947 | 19.0% |
| Value | Count | Frequency (%) |
| 0 | 91077 | |
| 0.1 | 157 | 0.1% |
| 0.2 | 8762 | 6.2% |
| 0.3 | 65 | < 0.1% |
| 0.4 | 3781 | 2.7% |
| Value | Count | Frequency (%) |
| 371 | 1 | |
| 367.6 | 1 | |
| 278.4 | 1 | |
| 268.6 | 1 | |
| 247.2 | 1 |
raintomorrow
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 110316 | |
| True | 31877 | 22.4% |
temp
Real number (ℝ)
| Distinct | 7620 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 322 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.50541942 |
|---|---|
| Minimum | -3.76 |
| Maximum | 59.72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -3.76 |
|---|---|
| 5-th percentile | 3.425738507 |
| Q1 | 22.52 |
| median | 28.52 |
| Q3 | 35.48 |
| 95-th percentile | 44.36 |
| Maximum | 59.72 |
| Range | 63.48 |
| Interquartile range (IQR) | 12.96 |
Descriptive statistics
| Standard deviation | 10.23750611 |
|---|---|
| Coefficient of variation (CV) | 0.359142448 |
| Kurtosis | 0.4742258563 |
| Mean | 28.50541942 |
| Median Absolute Deviation (MAD) | 6.36 |
| Skewness | -0.4242488265 |
| Sum | 4044092.358 |
| Variance | 104.8065314 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 830 | 0.6% |
| 25.76 | 796 | 0.6% |
| 24.8 | 787 | 0.6% |
| 26.48 | 771 | 0.5% |
| 25.88 | 766 | 0.5% |
| 25.4 | 759 | 0.5% |
| 26.96 | 756 | 0.5% |
| 24.68 | 756 | 0.5% |
| 27.2 | 755 | 0.5% |
| 23.84 | 752 | 0.5% |
| Other values (7610) | 134143 |
| Value | Count | Frequency (%) |
| -3.76 | 1 | |
| -2.92 | 1 | |
| -2.56 | 1 | |
| -1.84 | 1 | |
| -1.72 | 2 |
| Value | Count | Frequency (%) |
| 59.72 | 1 | < 0.1% |
| 58.76 | 2 | |
| 58.4 | 1 | < 0.1% |
| 58.28 | 1 | < 0.1% |
| 58.16 | 3 |
| Distinct | 4163 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 3610 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.99117945 |
|---|---|
| Minimum | 2 |
| Maximum | 122 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 15.2 |
| Q1 | 44 |
| median | 63.2 |
| Q3 | 80 |
| 95-th percentile | 106.4 |
| Maximum | 122 |
| Range | 120 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 26.64911127 |
|---|---|
| Coefficient of variation (CV) | 0.4298855339 |
| Kurtosis | -0.397086155 |
| Mean | 61.99117945 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.1227574279 |
| Sum | 8590923.622 |
| Variance | 710.1751317 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 64.4 | 2621 | 1.8% |
| 68 | 2609 | 1.8% |
| 70.4 | 2603 | 1.8% |
| 65.6 | 2570 | 1.8% |
| 72.8 | 2556 | 1.8% |
| 71.6 | 2526 | 1.8% |
| 66.8 | 2513 | 1.8% |
| 63.2 | 2494 | 1.8% |
| 69.2 | 2487 | 1.7% |
| 62 | 2482 | 1.7% |
| Other values (4153) | 113122 | |
| (Missing) | 3610 | 2.5% |
| Value | Count | Frequency (%) |
| 2 | 4 | |
| 2.00028566 | 1 | < 0.1% |
| 2.000513414 | 1 | < 0.1% |
| 2.001065311 | 1 | < 0.1% |
| 2.001185981 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 122 | 380 | |
| 120.8 | 417 | |
| 119.6 | 569 | |
| 118.4 | 385 | |
| 117.2 | 432 |
precipitation3pm
Real number (ℝ≥0)
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.01416385 |
|---|---|
| Minimum | 0 |
| Maximum | 26 |
| Zeros | 14 |
| Zeros (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 15 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.169831704 |
|---|---|
| Coefficient of variation (CV) | 0.3165348352 |
| Kurtosis | 0.09181025553 |
| Mean | 10.01416385 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.3130080553 |
| Sum | 1423944 |
| Variance | 10.04783303 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 17746 | |
| 10 | 17617 | |
| 11 | 16233 | |
| 8 | 15970 | |
| 12 | 13490 | |
| 7 | 12800 | |
| 13 | 10419 | |
| 6 | 8999 | |
| 14 | 7422 | |
| 5 | 5271 | 3.7% |
| Other values (17) | 16226 |
| Value | Count | Frequency (%) |
| 0 | 14 | < 0.1% |
| 1 | 57 | < 0.1% |
| 2 | 333 | 0.2% |
| 3 | 1106 | |
| 4 | 2650 |
| Value | Count | Frequency (%) |
| 26 | 3 | < 0.1% |
| 25 | 4 | < 0.1% |
| 24 | 7 | < 0.1% |
| 23 | 29 | |
| 22 | 58 |
| Distinct | 142193 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.00074753 |
|---|---|
| Minimum | -17.73934574 |
| Maximum | 32.47858981 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -17.73934574 |
|---|---|
| 5-th percentile | 1.765127641 |
| Q1 | 6.650237922 |
| median | 10.00000857 |
| Q3 | 13.38930622 |
| 95-th percentile | 18.2314101 |
| Maximum | 32.47858981 |
| Range | 50.21793555 |
| Interquartile range (IQR) | 6.739068299 |
Descriptive statistics
| Standard deviation | 4.997908149 |
|---|---|
| Coefficient of variation (CV) | 0.4997534569 |
| Kurtosis | -0.0003350336479 |
| Mean | 10.00074753 |
| Median Absolute Deviation (MAD) | 3.368518937 |
| Skewness | -0.005954014114 |
| Sum | 1422036.293 |
| Variance | 24.97908586 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.07746145 | 1 | < 0.1% |
| 5.729915422 | 1 | < 0.1% |
| 1.482750714 | 1 | < 0.1% |
| 14.05908044 | 1 | < 0.1% |
| 14.19656653 | 1 | < 0.1% |
| 12.47098586 | 1 | < 0.1% |
| 0.9081428291 | 1 | < 0.1% |
| 14.67973939 | 1 | < 0.1% |
| 14.13857023 | 1 | < 0.1% |
| 9.649119053 | 1 | < 0.1% |
| Other values (142183) | 142183 |
| Value | Count | Frequency (%) |
| -17.73934574 | 1 | |
| -11.03540371 | 1 | |
| -11.02393131 | 1 | |
| -10.69808106 | 1 | |
| -10.30285651 | 1 |
| Value | Count | Frequency (%) |
| 32.47858981 | 1 | |
| 32.2100807 | 1 | |
| 30.35579697 | 1 | |
| 30.24384488 | 1 | |
| 30.17427309 | 1 |
modelo_vigente
Real number (ℝ≥0)
| Distinct | 130381 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2278037905 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9994 |
| Zeros | 455 |
| Zeros (%) | 0.3% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.004225511698 |
| Q1 | 0.0300547619 |
| median | 0.1008531746 |
| Q3 | 0.3295071429 |
| 95-th percentile | 0.8532265297 |
| Maximum | 0.9994 |
| Range | 0.9994 |
| Interquartile range (IQR) | 0.299452381 |
Descriptive statistics
| Standard deviation | 0.2727641015 |
|---|---|
| Coefficient of variation (CV) | 1.197364192 |
| Kurtosis | 0.5595235392 |
| Mean | 0.2278037905 |
| Median Absolute Deviation (MAD) | 0.08689381384 |
| Skewness | 1.340188459 |
| Sum | 32392.10438 |
| Variance | 0.07440025509 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 455 | 0.3% |
| 0.001 | 89 | 0.1% |
| 0.0006666666667 | 68 | < 0.1% |
| 0.0005 | 65 | < 0.1% |
| 0.0004 | 65 | < 0.1% |
| 0.002 | 62 | < 0.1% |
| 0.0002222222222 | 58 | < 0.1% |
| 0.0002 | 57 | < 0.1% |
| 0.0003333333333 | 52 | < 0.1% |
| 0.00025 | 49 | < 0.1% |
| Other values (130371) | 141173 |
| Value | Count | Frequency (%) |
| 0 | 455 | |
| 6.600660066 × 106 | 3 | < 0.1% |
| 7.989347537 × 106 | 36 | < 0.1% |
| 1.075268817 × 105 | 1 | < 0.1% |
| 1.578947368 × 105 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9994 | 1 | |
| 0.9992698413 | 1 | |
| 0.9991309524 | 1 | |
| 0.9983333333 | 1 | |
| 0.9980730159 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| date | location | mintemp | maxtemp | rainfall | evaporation | sunshine | humidity9am | humidity3pm | pressure9am | pressure3pm | cloud9am | cloud3pm | temp9am | temp3pm | raintoday | amountOfRain | raintomorrow | temp | humidity | precipitation3pm | precipitation9am | modelo_vigente | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2008-12-01 | Albury | 13.4 | 22.9 | 0.6 | NaN | NaN | 71.0 | 22.0 | 1007.7 | 1007.1 | 8.0 | NaN | 16.9 | 21.8 | No | 0.0 | No | 29.48 | 28.400000 | 12 | 5.115360 | 0.089825 |
| 1 | 2008-12-02 | Albury | 7.4 | 25.1 | 0.0 | NaN | NaN | 44.0 | 25.0 | 1010.6 | 1007.8 | NaN | NaN | 17.2 | 24.3 | No | 0.0 | No | 32.12 | 2.208569 | 10 | 21.497100 | 0.023477 |
| 2 | 2008-12-03 | Albury | 12.9 | 25.7 | 0.0 | NaN | NaN | 38.0 | 30.0 | 1007.6 | 1008.7 | NaN | 2.0 | 21.0 | 23.2 | No | 0.0 | No | 32.84 | 38.000000 | 17 | 20.782859 | 0.027580 |
| 3 | 2008-12-04 | Albury | 9.2 | 28.0 | 0.0 | NaN | NaN | 45.0 | 16.0 | 1017.6 | 1012.8 | NaN | NaN | 18.1 | 26.5 | No | 1.0 | No | 35.60 | 21.200000 | 8 | 12.028646 | 0.023962 |
| 4 | 2008-12-05 | Albury | 17.5 | 32.3 | 1.0 | NaN | NaN | 82.0 | 33.0 | 1010.8 | 1006.0 | 7.0 | 8.0 | 17.8 | 29.7 | No | 0.2 | No | 40.76 | 41.600000 | 9 | 11.883546 | 0.220164 |
| 5 | 2008-12-06 | Albury | 14.6 | 29.7 | 0.2 | NaN | NaN | 55.0 | 23.0 | 1009.2 | 1005.4 | NaN | NaN | 20.6 | 28.9 | No | 0.0 | No | 37.64 | 29.600000 | 8 | 17.320994 | 0.056883 |
| 6 | 2008-12-07 | Albury | 14.3 | 25.0 | 0.0 | NaN | NaN | 49.0 | 19.0 | 1009.6 | 1008.2 | 1.0 | NaN | 18.1 | 24.6 | No | 0.0 | No | 32.00 | 24.800000 | 8 | 19.791271 | 0.030004 |
| 7 | 2008-12-08 | Albury | 7.7 | 26.7 | 0.0 | NaN | NaN | 48.0 | 19.0 | 1013.4 | 1010.1 | NaN | NaN | 16.3 | 25.5 | No | 0.0 | No | 34.04 | 24.800000 | 7 | 7.207085 | 0.023000 |
| 8 | 2008-12-09 | Albury | 9.7 | 31.9 | 0.0 | NaN | NaN | 42.0 | 9.0 | 1008.9 | 1003.6 | NaN | NaN | 18.3 | 30.2 | No | 1.4 | Yes | 40.28 | 12.800000 | 19 | 1.540702 | 0.414649 |
| 9 | 2008-12-10 | Albury | 13.1 | 30.1 | 1.4 | NaN | NaN | 58.0 | 27.0 | 1007.0 | 1005.7 | NaN | NaN | 20.1 | 28.2 | Yes | 0.0 | No | 38.12 | 34.400000 | 7 | 8.259833 | 0.064945 |
Last rows
| date | location | mintemp | maxtemp | rainfall | evaporation | sunshine | humidity9am | humidity3pm | pressure9am | pressure3pm | cloud9am | cloud3pm | temp9am | temp3pm | raintoday | amountOfRain | raintomorrow | temp | humidity | precipitation3pm | precipitation9am | modelo_vigente | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142183 | 2017-06-15 | Uluru | 2.6 | 22.5 | 0.0 | NaN | NaN | 59.0 | 24.0 | 1025.0 | 1021.4 | NaN | NaN | 8.8 | 22.1 | No | 0.0 | No | 29.00 | 30.8 | 7 | 10.573820 | 0.004554 |
| 142184 | 2017-06-16 | Uluru | 5.2 | 24.3 | 0.0 | NaN | NaN | 53.0 | 24.0 | 1023.8 | 1020.0 | NaN | NaN | 12.3 | 23.3 | No | 0.0 | No | 31.16 | 30.8 | 8 | 12.891278 | 0.001849 |
| 142185 | 2017-06-17 | Uluru | 6.4 | 23.4 | 0.0 | NaN | NaN | 53.0 | 25.0 | 1025.8 | 1023.0 | NaN | NaN | 11.2 | 23.1 | No | 0.0 | No | 30.08 | 32.0 | 7 | 23.509257 | 0.010637 |
| 142186 | 2017-06-18 | Uluru | 8.0 | 20.7 | 0.0 | NaN | NaN | 56.0 | 32.0 | 1028.1 | 1024.3 | NaN | 7.0 | 11.6 | 20.0 | No | 0.0 | No | 26.84 | 40.4 | 5 | 7.641467 | 0.094063 |
| 142187 | 2017-06-19 | Uluru | 7.4 | 20.6 | 0.0 | NaN | NaN | 63.0 | 33.0 | 1027.2 | 1023.3 | NaN | NaN | 11.0 | 20.3 | No | 0.0 | No | 26.72 | 41.6 | 16 | 8.863026 | 0.016058 |
| 142188 | 2017-06-20 | Uluru | 3.5 | 21.8 | 0.0 | NaN | NaN | 59.0 | 27.0 | 1024.7 | 1021.2 | NaN | NaN | 9.4 | 20.9 | No | 0.0 | No | 28.16 | 34.4 | 12 | 5.848681 | 0.002556 |
| 142189 | 2017-06-21 | Uluru | 2.8 | 23.4 | 0.0 | NaN | NaN | 51.0 | 24.0 | 1024.6 | 1020.3 | NaN | NaN | 10.1 | 22.4 | No | 0.0 | No | 30.08 | 30.8 | 10 | 6.653879 | 0.002053 |
| 142190 | 2017-06-22 | Uluru | 3.6 | 25.3 | 0.0 | NaN | NaN | 56.0 | 21.0 | 1023.5 | 1019.1 | NaN | NaN | 10.9 | 24.5 | No | 0.0 | No | 32.36 | 27.2 | 9 | 19.715976 | 0.023350 |
| 142191 | 2017-06-23 | Uluru | 5.4 | 26.9 | 0.0 | NaN | NaN | 53.0 | 24.0 | 1021.0 | 1016.8 | NaN | NaN | 12.5 | 26.1 | No | 0.0 | No | 34.28 | 30.8 | 12 | 0.985551 | 0.007195 |
| 142192 | 2017-06-24 | Uluru | 7.8 | 27.0 | 0.0 | NaN | NaN | 51.0 | 24.0 | 1019.4 | 1016.5 | 3.0 | 2.0 | 15.1 | 26.0 | No | 0.0 | No | 34.40 | 30.8 | 15 | 4.381481 | 0.018811 |